GCCVision: An integrated toolkit for calculating and visualizing parental genome contribution in breeding populations

Tracking parental genome contributions in segregating populations is crucial for accelerating genetic gain in plant breeding. We introduce GCCVision (Genome Contribution Calculator and Visualizer), an integrated bioinformatics toolkit to simplify this process. GCCVision uses an efficient Python-based backend and a user-friendly web-based frontend to analyze Variant Call Format (VCF) files from biparental crosses. The software identifies informative single-nucleotide polymorphisms (SNPs), calculates parental contribution rates, and generates clear, customizable graphical genotype maps where chromosome segments are color-coded by parental origin. By providing clear visualizations of genomic composition, GCCVision assists breeders in selection decisions for backcrossing, F₂ analysis, quality control of hybrid seeds, and other breeding programs. This streamlined workflow shortens breeding cycles and accelerates the development of improved crop varieties.